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基准语义流处理系统七诫

Seven Commandments for Benchmarking Semantic Flow Processing Systems
课程网址: http://videolectures.net/eswc2013_scharrenbach_systems/  
主讲教师: Thomas Scharrenbach, Axel Polleres
开课单位: 维也纳经济管理大学
开课时间: 2013-07-08
课程语种: 英语
中文简介:
在过去的几年中,动态数据的处理在语义Web社区中受到越来越多的关注。这导致了几种流推理系统的开发,这些系统能够实时处理随时间变化的语义注释数据。由于它们的流式特性,分析这样的系统是非常困难的。目前,他们的评估是在异构情景下进行的,妨碍了他们的比较并了解他们的利益和局限性。在本文中,我们努力更好地理解这些系统必须面对的关键挑战,并定义评估其性能的通用方法。具体而言,我们确定了三个关键绩效指标和七个指令,指定如何设计压力测试以进行系统评估。
课程简介: Over the last few years, the processing of dynamic data has gained increasing attention in the Semantic Web community. This led to the development of several stream reasoning systems that enable on-the-fly processing of semantically annotated data that changes over time. Due to their streaming nature, analyzing such systems is extremely difficult. Currently, their evaluation is conducted under heterogeneous scenarios, hampering their comparison and an understanding of their benefits and limitations. In this paper, we strive for a better understanding of the key challenges that these systems must face and define a generic methodology to evaluate their performance. Specifically, we identify three Key Performance Indicators and seven commandments that specify how to design the stress tests for system evaluation.
关 键 词: 测试系统; 绩效指标; 数据
课程来源: 视频讲座网
最后编审: 2020-09-25:yumf
阅读次数: 44